{"id":"W4399304113","doi":"10.1371/journal.pone.0304697","title":"Cannabis use, mental health, and problematic Internet use in Quebec: A study protocol","year":2024,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Cannabis and Cannabinoid Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; Centre Hospitalier Universitaire de Sherbrooke; Université de Montréal; Université de Sherbrooke","funders":"Fonds de recherche du Québec; Fonds de Recherche du Québec - Santé; Ministère de la Santé et des Services sociaux","keywords":"Cannabis; The Internet; Psychological intervention; Mental health; Public health; Population; Psychiatry; Psychology; Medicine; Environmental health; Nursing; World Wide Web; Computer science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01103898,0.001601554,0.001897741,0.003638477,0.009444173,0.003078867,0.002941235,0.002129772,0.04199572],"category_scores_gemma":[0.007052417,0.001710096,0.001974716,0.004387689,0.001763509,0.001643238,0.001703571,0.002985012,0.00480834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04283668,"about_ca_system_score_gemma":0.09034856,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7492762,"about_ca_topic_score_gemma":0.8662993,"domain_scores_codex":[0.9957978,0.001563175,0.0006234761,0.0005252975,0.0005651938,0.0009252102],"domain_scores_gemma":[0.9917835,0.001005837,0.0007307775,0.0005959616,0.004563228,0.00132073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.02807441,0.03622232,0.1704372,0.02828143,0.00128813,0.005604969,0.02971895,0.006642302,0.006608792,0.01670541,0.3816368,0.2887793],"study_design_scores_gemma":[0.02005648,0.008408399,0.5035842,0.01186023,0.0006723162,0.0005123647,0.0258595,0.005409549,0.001820262,0.004260033,0.4169043,0.0006523622],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.02126647,0.0005358738,0.002355001,0.0006684473,0.0001376447,0.9434175,0.02344978,0.00009348061,0.00807577],"genre_scores_gemma":[0.01950845,0.0006895667,0.004726715,0.0006019293,0.00005103309,0.9664656,0.004660074,0.000009911188,0.003286705],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.2507238,"threshold_uncertainty_score":0.5044007,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07124784770152623,"score_gpt":0.3428941949528774,"score_spread":0.2716463472513512,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}